Поддержка клинических решений

task ID: clinicaldecisionsupport

Related Papers

Explainable Clinical Decision Support from Text

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractClinical prediction models often use structured variables and provide outcomes that are not readily interpretable by clinicians. Further, free-text medical notes may contain information not immediately available in structured variables. …...

30944

An Annotated Corpus of Textual Explanations for Clinical Decision Support

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractIn recent years, machine learning for clinical decision support has gained more and more attention. In order to introduce such applications into clinical practice, a good performance might be essential, …...

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This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThe use of deep neural models for diagnosis prediction from clinical text has shown promising results. However, in clinical practice such models must not only be accurate, but provide doctors …...

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